Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max brier_class
rf 0.9311552 0.9341472 0.9871795 0.8966937 NA
bt 0.7864644 0.9787010 0.8666851 0.6165685 NA
maxnet 0.6592765 0.9828274 0.7691940 0.4116305 NA
gam 0.7269545 0.9723235 0.7778248 0.4290271 0.1767169
glm 0.7047841 0.8918010 0.7308306 0.4044412 0.1909342

Variable Importance